# app.pyfrom flask import Flask, request, jsonifyfrom flask_pymongo import PyMongofrom bson import ObjectIdimport osfrom dotenv import load_dotenvimport openai# Load environment variablesload_dotenv()app = Flask(__name__)app.config["MONGO_URI"] = os.getenv("MONGO_URI")mongo = PyMongo(app)# Set up OpenAI APIopenai.api_key = os.getenv("OPENAI_API_KEY")# AI Agentsclass MasterAgent: @staticmethod def decide_agent(user_input): # Logic to decide which agent to use based on user input passclass DiscoverAgent: @staticmethod def gather_info(user_input): # Logic to gather student information passclass TutorAgent: @staticmethod def explain_topic(topic): # Logic to explain a topic passclass LearningTrackerAgent: @staticmethod def evaluate_knowledge(user_input, topic): # Logic to evaluate knowledge and track progress passclass TeacherAgent: @staticmethod def suggest_learning_path(student_profile): # Logic to suggest learning paths pass# API Routes@app.route('/api/student', methods=['POST'])def initialize_student(): data = request.json student_id = mongo.db.students.insert_one(data).inserted_id return jsonify({"student_id": str(student_id)}), 201@app.route('/api/interact', methods=['POST'])def agent_interaction(): data = request.json agent_type = MasterAgent.decide_agent(data['user_input']) if agent_type == 'discover': response = DiscoverAgent.gather_info(data['user_input']) elif agent_type == 'tutor': response = TutorAgent.explain_topic(data['topic']) elif agent_type == 'tracker': response = LearningTrackerAgent.evaluate_knowledge(data['user_input'], data['topic']) elif agent_type == 'teacher': response = TeacherAgent.suggest_learning_path(data['student_profile']) else: return jsonify({"error": "Invalid agent type"}), 400 return jsonify({"response": response})@app.route('/api/summary', methods=['GET'])def get_learning_summary(): student_id = request.args.get('student_id') summary = mongo.db.learning_summaries.find_one({"student_id": ObjectId(student_id)}) if summary: summary['_id'] = str(summary['_id']) return jsonify(summary) return jsonify({"error": "Summary not found"}), 404if __name__ == '__main__': app.run(debug=True)